fr.humanmirror/forge
HumanMirror Forge
fr.humanmirror/forge costs 452 tokens of context per session. It has 5 tool definitions. That is 0.2 % of a 200k window. Measured 2026-10-03.
Five deterministic micro-tools for AI-agent data pipelines: clean, dedupe, normalize, score, detect.
alive probed 2026-10-03 · HTTP 200
5tools
452tokens for the tool definitions
0.2 %of a 200k context window
1.8 sto initialize
112 msto list tools
- Endpoint
- https://humanmirror.fr/api/forge/mcp/ (streamable-http)
- Host
- humanmirror.fr
- Protocol
- 2025-06-18
- Reports itself as
- humanmirror-forge 1.0.0
- Capabilities
- tools
- Instructions
- 166 characters
- Website
- https://humanmirror.fr/forge/
- Registry
- active, updated 2026-08-30 · registry entry
- Reachable
- 2 of the last 2 probes
Most expensive tools
| Tool | Tokens | Share of this server |
|---|---|---|
| clean_json | 120 | 27 % |
| dedupe_records | 100 | 22 % |
| score_data_quality | 78 | 17 % |
| normalize_entity | 77 | 17 % |
| detect_anomaly | 77 | 17 % |
History
We add a row when the result changes. A server with no change keeps its last row.
| Probed | Result | Init | Tools | Tokens |
|---|---|---|---|---|
| 2026-10-03 20:34 | alive | 1.8 s | 5 | 452 |
| 2026-10-03 17:50 | alive | 299 ms | 5 | 452 |
Badge
[](https://mcp-pulse.ulehla.dev/s/fr.humanmirror/forge)